Gener8 Labs
For teams measuring brand visibility inside AI answers

Measure AI Share of Voice on what people actually ask

Brands are surfaced, cited and ranked inside AI answers every day. Measuring your share of that credibly takes real prompts, real citations and real audience exposure, not just a synthetic prompt list weighted evenly. Gener8's consented panel of 100k+ real people is the behavioural layer underneath every Share of Voice number you report.

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real prompt volume

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Gener8 powers the world's best AI companies

Plan me a weekend trip to Paris

Billions

of real user behaviour events

ChatGPT
Gemini
Claude
Perplexity
Grok
AI Overviews
AI Mode
Alexa

8+

LLMs covered (ChatGPT, Claude, Gemini, AI Overviews, Perplexity…)

100%

consented & compliant (GDPR, CCPA) · Ethically sourced

100K+

people actively sharing GenAI interactions

What real behaviour adds to Share of Voice

Wherever you already measure visibility, Gener8 makes each number defensible:

Which prompts count

Weighted by real query volume & phrasing

Replace an evenly-weighted list with the questions real people actually type, so Share of Voice reflects genuine demand — not a guess.

Audience exposure

Sized by real audience numbers

Put a verified count on how many real people were exposed to an answer, so a mention in a high-traffic query outweighs one nobody sees.

Competitive set

Grounded in who really appears

See every brand that shows up alongside you in real answers, not only the competitors your prompt list happened to surface.

Coverage

Extended across the real long-tail

Surface the breadth of long-tail phrasing people genuinely use, exposing the queries you're invisible in that competitors are already winning.

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Samsung0%
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brands in this answer

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How Share of Voice impacts your business

Marketing Intelligence

Add real-world query volume and phrasing on top of your existing prompt sets, so Share of Voice reflects how people actually prompt.

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GEO / AEO

Track cross-engine Share of Voice across ChatGPT, Gemini, AI Overviews and Perplexity, weighted by how often real people actually ask.

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Retail Media Analytics

Ground AI shopping Share of Voice in real shopper demand and how many shoppers actually see each citation.

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Brands

Benchmark your share of AI-driven visits and purchases against competitors — who's winning the visit, not just the mention.

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Go beyond synthetic prompts

  • Questions your team guessed at
    The questions real people actually type
  • Every prompt counted the same
    Weighted by real query frequency
  • Assumed or unknown
    Sized by real audience numbers
  • Batch, on a schedule
    Real-time feed

From consented panel to your Share of Voice metric

People opt in

Our metered panel members choose to share their behaviour and are rewarded for it — the foundation of every feed.

We capture the full picture

The prompts people send, the answers and citations they get, and what they browse and buy, all resolved to a single user ID.

You receive it your way

Real-time feeds delivered in the format and cadence your platform needs.

You report with confidence

Ground every Share of Voice number in real behaviour — no rebuild required.

Built on consent

100% consented & compliant

every data point is opted-in

Ethically sourced

users are rewarded for sharing their data

Nationally representative panels

the sample reflects real populations, not a skew

One user ID

the only way to honestly link a prompt to a site visit to a purchase

AI Share of Voice — common questions

See the real behaviour behind your Share of Voice

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